MCP Server Quality Scores
Independent quality analysis of 69007 public MCP servers
Last updated 1 hour, 52 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◉ Complete Scores | ||||||||||
| 3701 |
MCP server designed to help you search and analyze your photo library (iCloud -…
|
B 75 5⁄4 | ||||||||
| 3702 |
Provides read-only access to MySQL databases with automatic schema discovery an…
|
B 75 5⁄5 | ||||||||
| 3703 |
A server based on Model Context Protocol that enables AI models to interact wit…
|
B 75 5⁄5 | ||||||||
| 3704 |
Generates customizable test/placeholder images as PNG files with specified dime…
|
B 75 5⁄4 | ||||||||
| 3705 |
Provides 10 structured reasoning strategies (Chain of Thought, ReAct, Tree of T…
|
B 75 5⁄5 | ||||||||
| 3706 |
MCP server for Thales CipherTrust Manager RestFul Data Protection service.
|
B 75 5⁄5 | ||||||||
| 3707 |
A CLI tool to create MCP (Model Context Protocol) applications with ease.
|
B 75 5⁄4 | ||||||||
| 3708 |
Enables AI agents to control and monitor Home Assistant smart home devices thro…
|
B 75 5⁄5 | ||||||||
| 3709 |
A Model Context Protocol (MCP) connector that allows AI agents to directly inte…
|
B 75 5⁄5 | ||||||||
| 3710 |
Provides tools to monitor host system health including CPU load, disk usage, an…
|
B 75 5⁄4 | ||||||||
| 3711 |
Enables users to send live webcam images to Claude Desktop or other MCP clients…
|
B 75 6⁄6 | ||||||||
| 3712 |
Slack Explorer MCP
Claim
MCP server specialized in retrieving information from Slack messages and threads
|
B 75 5⁄4 | ||||||||
| 3713 |
Embedded memory for AI agents with SQLite, pgvector, and Neo4j graph search.
|
B 75 5⁄4 | ||||||||
| 3714 |
A Model Context Protocol server that enables AI assistants to interact with Odo…
|
B 75 5⁄5 | ||||||||
| 3715 |
Official Supadata MCP Server - Adds powerful video & web scraping to Cursor, Cl…
|
B 75 6⁄6 | ||||||||
| 3716 |
Enables AI agents to create, manage, and track tasks within plans using Valkey …
|
B 75 5⁄5 | ||||||||
| 3717 |
Step-by-step observability for MCP agent workflows
|
B 75 4⁄4 | ||||||||
| 3718 |
Provides access to Marvel Rivals game data including hero information, abilitie…
|
B 75 5⁄5 | ||||||||
| 3719 |
Enables Claude to interact with Webflow's APIs for managing sites, retrieving i…
|
B 75 5⁄5 | ||||||||
| 3720 |
MCP server that enables intelligent analysis of legal spend data across multipl…
|
B 75 5⁄5 | ||||||||
| 3721 |
Enables creating and managing Spotify playlists using natural language with adv…
|
B 75 5⁄5 | ||||||||
| 3722 |
Enables natural language queries of U.S. Census Bureau data, translating plain …
|
B 75 5⁄5 | ||||||||
| 3723 |
Secure network administration MCP server that enables AI assistants to safely e…
|
B 75 5⁄5 | ||||||||
| 3724 |
A file monitoring server that tracks filesystem events and provides real-time n…
|
B 75 5⁄4 | ||||||||
| 3725 |
Enables AI assistants to perform real-time domain name availability checks and …
|
B 75 5⁄5 | ||||||||
| 3726 |
Enables AI assistants to generate high-quality images using Google's Gemini and…
|
B 75 5⁄5 | ||||||||
| 3727 |
Enables LLMs to interact with Metabase instances through 33 tools for querying …
|
B 75 5⁄5 | ||||||||
| 3728 |
FastIntercom MCP Server
Claim
Enables fast, local access to Intercom conversations through intelligent cachin…
|
B 75 5⁄5 | ||||||||
| 3729 |
|
B 75 5⁄5 | ||||||||
| 3730 |
A MCP server built for developers enabling Git based project management with pr…
|
B 75 5⁄4 | ||||||||
| 3731 |
google-workspace-mcp
Claim
Google Workspace Admin via MCP. Manage users, groups, aliases, org units.
|
B 75 5⁄4 | ||||||||
| 3732 |
Allow AI systems to view and control your Starling Bank account via MCP.
|
B 75 5⁄4 | ||||||||
| 3733 |
An MCP server using Playwright for browser automation and webscrapping
|
B 75 5⁄5 | ||||||||
| 3734 |
Provision dedicated real-SIM US phone numbers, receive inbound SMS, poll for me…
|
B 75 5⁄4 | ||||||||
| 3735 |
Enables real-time user intervention for MCP agents through a web UI, allowing u…
|
B 75 5⁄5 | ||||||||
| 3736 |
Generates and queries a graph representation of a codebase to identify entities…
|
B 75 5⁄4 | ||||||||
| 3737 |
Search and explore the Holy Qur'an with Arabic text, transliteration, and advan…
|
B 75 5⁄4 | ||||||||
| 3738 |
Manages and cleans up unused media in Postiz by identifying orphaned files not …
|
B 75 5⁄5 | ||||||||
| 3739 |
API Schema Drift Monitor — detect breaking changes in OpenAPI specs
|
B 75 5⁄4 | ||||||||
| 3740 |
tpc-server
Claim
tpc-server
|
B 75 5⁄5 | ||||||||
| 3741 |
Enables natural language queries and analysis of Japanese horse racing data fro…
|
B 75 5⁄5 | ||||||||
| 3742 |
Enables interaction with Azure AI Foundry services through a unified interface …
|
B 75 5⁄5 | ||||||||
| 3743 |
Enables AI assistants to interact with the Godot game engine by launching the e…
|
B 75 5⁄5 | ||||||||
| 3744 |
Enables analysis of any GitHub repository to get architecture, file roles, exec…
|
B 75 5⁄4 | ||||||||
| 3745 |
Fetches YouTube video subtitles and transcripts with support for multiple langu…
|
B 75 5⁄5 | ||||||||
| 3746 |
kafka-mcp-server
Claim
A Model Context Protocol (MCP) server for Apache Kafka implemented in Go, lever…
|
B 75 5⁄4 | ||||||||
| 3747 |
MCP server to lint and validate Kubernetes-related manifests(Helm, FluxCD, Argo…
|
B 75 5⁄5 | ||||||||
| 3748 |
MCP Server Bootcamp
Claim
A comprehensive free bootcamp that teaches the creation of Model Context Protoc…
|
B 75 5⁄4 | ||||||||
| 3749 |
A Model Context Protocol server providing LLM Agents with system utilities and …
|
B 75 5⁄5 | ||||||||
| 3750 |
Enables AI agents to debug code and automate browsers using Chrome DevTools Pro…
|
B 75 5⁄4 | ||||||||